Latest Research
VingeGPT Quarterly Benchmark Report
DECEMBER 2025
A comparative analysis of VingeGPT performance across general and custom intelligence models.
This quarterly benchmarking report evaluates VingeGPT against 13 other leading AI models, both general-purpose and finance-specific, using a rigorous methodology with fresh sessions, identical prompts, and four test sets covering data reliability, analytical breadth, and an end-to-end equity research case study. The aim of this report is to assess VingeGPT’s performance and determine whether it demonstrates a clear and sustainable advantage over competing solutions.
Models tested
The December 2025 benchmarking compared VingeGPT-5 against the following models:
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OpenAI General-Purpose Models : OpenAI ChatGPT-5, OpenAI ChatGPT-5 Thinking
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Other General-Purpose AI Models : Google Gemini fast, Google Gemini thinking, DeepSeek Standard DeepSeek DeepThink, Anthropic Claude Sonnet 4.5, Perplexity AI, Grok fast, Grok expert
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Finance-Specific Custom AI Models : FiscalAI (formerly known as Finchat), WarrenAI, InvestingAI
Abstract
One of the main while surprising findings was that only 6 of the 14 models achieved full marks for data accuracy and reliability, while the others returned outdated financial information, ranging from being off by one quarter to more than a full year. The detailed model-by-model results and evidence are documented inside the report & the raw data appendix.
Overall, results show a clear performance hierarchy. VingeGPT ranks as the strongest all-around model, combining up-to-date financial accuracy, deep and broad financial analysis, and strong multilingual and global market coverage. While not the fastest, its response time remains competitive given the completeness of its outputs, making it the most robust option for professional and institutional investors.
